Evaluation of the Angus ICD9-CM Sepsis Abstraction Criteria
Steven HorngiD, Larry A. Nathanson, David Alexander SontagiD, Nathan Ivan ShapiroiD
Abstract
ObjectiveValidate the infection component of the Angus International Classification of Diseases, Ninth Revision, Clinical Modification (ICD9-CM) sepsis abstraction criteria\n\nDesignObservational cohort study\n\nSetting55,000 visits/year Adult Emergency Department (ED)\n\nPatientsAll consecutive ED patient visits between 12/16/2011 and 08/13/2012 were included in the study. Patients were excluded if there was a missing outcome measure.\n\nInterventionsNone.\n\nMeasurements and Main ResultsThe primary outcome measure was suspected infection at conclusion of the ED work-up as judged by the physician. There were 34,796 patients who presented to the ED between 12/16/11 and 8/13/12, of which 31,755 (91%) patients were included and analyzed. The original Angus sepsis abstraction criteria had a sensitivity of 55%, specificity of 97%, PPV of 82%, NPV of 88%, accuracy of 87%, and a F1 score of 0.66. The modified Angus sepsis abstraction criteria which includes codes added after the original publication had a sensitivity of 65%, specificity of 96%, PPV of 81%, NPV of 91%, accuracy of 89%, and F1 score of 0.72.\n\nConclusionsIn our study, the Angus abstraction criteria have high specificity (97%), but moderate sensitivity (55%) in identifying patients with suspected infection as defined by physician at the time of disposition from the emergency department. Given these findings, it is likely that we are underestimating the true incidence of sepsis in the United States and worldwide.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 2
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Development and validation of a cellular host response test as an early diagnostic for sepsis
L. Guillou, R. Sheybani, … H. R. O'Neal·bioRxiv·Feb 1, 2021
- Rapid Detection of Sepsis using CESDA: the Caenorabditis elegans Sepsis Detection Assay
- MagicplexTM Sepsis real-time test for the rapid diagnosis of bloodstream infections in adults
Y. Zboromyrska, C. Cilloniz, … J. Vila·bioRxiv·Jul 23, 2018
- Physiomarkers in Real-Time Physiological Data Streams Predict Adult Sepsis Onset Earlier Than Clinical Practice
Franco van Wyk, Anahita Khojandi, … Rishikesan Kamaleswaran·bioRxiv·May 15, 2018
- THE PATTERN OF BACTERIA AND ITS RESISTANCE ON ADULT SEPSIS PATIENT AT Dr. MOEWARDI GENERAL HOSPITAL, INDONESIA
Andika Dwi Mahendra, M Kuswandi Tirtodiharjo, Ika Trisharyanti D Kusuma·bioRxiv·Mar 16, 2016
- Multicenter validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU
Qingqing Mao, Melissa Jay, … Ritankar Das·BMJ OpenPeer-reviewed·Jan 1, 2018